# COVID-19 Infection Percentage (CIP) estimation on Per-COVID-19 CT (val) Source: [COVID-19 Infection Percentage (CIP) estimation on Per-COVID-19 CT (val)]() Collection index: [llms.txt]() Data updated: 2026-07-08T07:51:31.556Z Evaluation of the model's ability to estimate the percentage of COVID-19 infection from CT scans using the Per-COVID-19 CT validation set, typically measured using Mean Absolute Error (MAE), Pearson Correlation (PC), and Root Mean Square Error (RMSE). A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | COVID-19 Infection Percentage (CIP) estimation | | Dataset (including any stated split) | Per-COVID-19 CT (val) | | Metric | MAE | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 9 of 9 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [MAE](): Lower is better; unit: SCALAR. - [PC](): Higher is better; unit: SCALAR. - [RMSE](): Lower is better; unit: SCALAR. ## Recorded results | Method | MAE | Result date | Report paper | | --- | --- | --- | --- | | TMF-RSE | 4.02 | Not recorded | 6a4dd9d44da6617fe9198da2 | | PViTGAtt-IP | 4.09 | Not recorded | 6a4dd9d44da6617fe9198da2 | | TAC | 4.48 | Not recorded | 6a4dd9d44da6617fe9198da2 | | Taiyuan\_university\_lab713 | 4.5 | Not recorded | 6a4dd9d44da6617fe9198da2 | | EIDOSlab\_Unito | 4.91 | Not recorded | 6a4dd9d44da6617fe9198da2 | | ausilianapoli94 | 4.95 | Not recorded | 6a4dd9d44da6617fe9198da2 | | ACVLab | 4.99 | Not recorded | 6a4dd9d44da6617fe9198da2 | | Baseline | 5.24 | Not recorded | 6a4dd9d44da6617fe9198da2 | | QCross-Att-PVT | 5.42 | Not recorded | 6a4dd9d44da6617fe9198da2 | ### TMF-RSE MAE: 4.02. Result ID: 6a4e017460b88bb339d7867c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PViTGAtt-IP MAE: 4.09. Result ID: 6a4e017460b88bb339d7867b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TAC MAE: 4.48. Result ID: 6a4e017460b88bb339d78674. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Taiyuan\_university\_lab713 MAE: 4.5. Result ID: 6a4e017460b88bb339d78675. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EIDOSlab\_Unito MAE: 4.91. Result ID: 6a4e017460b88bb339d78676. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ausilianapoli94 MAE: 4.95. Result ID: 6a4e017460b88bb339d78677. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ACVLab MAE: 4.99. Result ID: 6a4e017460b88bb339d78678. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Baseline MAE: 5.24. Result ID: 6a4e017460b88bb339d78679. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### QCross-Att-PVT MAE: 5.42. Result ID: 6a4e017460b88bb339d7867a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.